Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002713

The MH-36 locality cells most similar to this Jalna cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001712

distance 0.236 · cross-district

#2 · Solapurcell 4960002177

distance 0.272 · cross-district

#3 · Dharashivcell 4880005272

distance 0.277 · cross-district

#4 · Beedcell 4700005443

distance 0.282 · cross-district

#5 · Laturcell 4810003073

distance 0.285 · cross-district

#6 · Nagpurcell 4840002710

distance 0.292 · cross-district

#7 · Dharashivcell 4880005787

distance 0.298 · cross-district

#8 · Amravaticell 4680003901

distance 0.3 · cross-district

#9 · Jalnacell 4790003048

distance 0.302

#10 · Jalnacell 4790003049

distance 0.302

#11 · Nandedcell 4850002057

distance 0.305 · cross-district

#12 · Solapurcell 4960006581

distance 0.308 · cross-district

#13 · Nagpurcell 4840004949

distance 0.311 · cross-district

#14 · Nandedcell 4850004740

distance 0.312 · cross-district

#15 · Jalnacell 4790003557

distance 0.312

#16 · Jalnacell 4790001061

distance 0.312

#17 · Jalnacell 4790003640

distance 0.316

#18 · Dharashivcell 4880005734

distance 0.319 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":479,"cluster_id":4790002713}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.